mlsanityData to 13 Oct 2026

Agentic AI for IPoDWDM Network Lifecycle Automation: An MCP-Enabled Architecture

arXiv 2607.05958 ↗First posted 7 Jul 2026cs.NI cs.AI cs.SYcited by 0

On the map: LLM agents and tool use → Agentic AI for wireless networks

Abstract (arXiv)

We present a distributed, vendor-agnostic multi-MCP architecture for SDN-based automation and autonomous control of multi-vendor, multi-layer IPoDWDM networks. The framework enables E2E service lifecycle automation, closed-loop cross-layer control using GNPy model and optical telemetry, and is experimentally validated on a IPoDWDM testbed.

Key facts. No citing papers in the map yet (data through 13 Oct 2026). Placed in Agentic AI for wireless networks, one of 16 directions in LLM agents and tool use. Builds on 2 of its 11 references that are in the map. First posted on arXiv 7 Jul 2026.

Builds on

2 of 11 references.

References · 2

  1. 2024First Field Trial of LLM-Powered AI Agent for Lifecycle Management of Autonomous Driving Optical Networkscited by 8
  2. 2025Generative AI-Driven Hierarchical Multi-Agent Framework for Zero-Touch Optical Networkscited by 4

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  1. 2026MCP-Enabled Agentic AI for Autonomous IPoDWDM Network Lifecycle Automation
  2. 2026Toward Agentic Optical Networks: A Vision of LLM Agent-Driven Autonomous Lifecycle Management
  3. 2026AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure
  4. 2026Agentic AI for Scalable and Robust Optical Systems Control
  5. 2026LLM-Powered Agentic AI for 5G/6G Networks: A Tutorial and Survey on Architectures, Protocols, and Standardization
  6. 2026From Agentic to Autogenic Network Management for AI-Native 6G and Beyond: A Standards Perspective
  7. 2025AgentRAN: An Agentic AI Architecture for Autonomous Control of Open 6G Networks
  8. 2025Symbiotic Agents: A Novel Paradigm for Trustworthy AGI-driven Networks